Papers

Robin Matthew G. Medina

Title 1: Hate speech detection for the Metaverse Using CNN
Target: KICS Fall 2022(Accepted)

Title 2: Optimized Lightweight LSTM Model for SOC Estimation on the Edge
Target: KICS Winter 2022 (Accepted)

Title 3: Working on a new Title based on Lightweight Models
Target: Winter Intensive 2022-2023

Title 4: Data Visualization for Digital Twin-based BMS using Unreal Engine
Target: KICS Summer 2023

Last Week's Progress

- Continue surveying implementations of SOC Lightweight and choose the best way or solution to create a novel lightweight model for a different application other than BMS.
- Tutorials regarding Model Pruning

This Week Todo's

- Implement a Simple Model Pruning Method
- Watch how to Prune a Model
- Try to reimplement the papers Model Pruning

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

- Update the results based on given comments
- Started implementation of the blueprint on Unreal Engine 4.27
- Assisted Paul on AI tasks

This Week's Project

- Continuation of Implementation of the 5.1 Blueprint on 4.27
- Continuation of User Input Tasks on 4.27

Monthly Goals

1. Learn about BMS and AI-enabled Digital Twin
- Online tutorials
- Journals
- Apply what I learned to my project and research
- Unreal Engine
- 3D Modeling

2. Start Writing a Paper

Annual Goals

1. Publish conference papers (Domestic/International)
- KICS Winter - Accepted
- KICS Summer
- KICS Fall
- ICTC

2. Publish at least one International Conference

3. Publish at least one Journal(SCI/SCIE)

3. Study Digital Twin and its Implementation

4. Master Python Programming and Machine Learning

5. Master Unreal Engine 5

6. Study BMS